Triple

T9524335
Position Surface form Disambiguated ID Type / Status
Subject Hubbard E229721 entity
Predicate hasNotableBearer P458 FINISHED
Object Robert H. Hubbard
Robert H. Hubbard is an individual notable enough to be recognized as a distinct namesake of the surname Hubbard, though specific widely known achievements or roles are not clearly documented.
 E810423 NE FINISHED

How this triple was built (4 steps)

Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.

NER Named-entity recognition gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: Robert H. Hubbard | Statement: [Hubbard, hasNotableBearer, Robert H. Hubbard]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Robert H. Hubbard
Context triple: [Hubbard, hasNotableBearer, Robert H. Hubbard]
  • A. Richard B. Hubbard
    Richard B. Hubbard was a 19th-century American politician who served as Governor of Texas and later as U.S. Minister to Japan.
  • B. Lucius F. Hubbard
    Lucius F. Hubbard was an American Civil War officer and the ninth governor of Minnesota, known for his leadership in both military and political spheres.
  • C. Leonard Hubbard
    Leonard Hubbard was an American bassist best known for his long tenure with the hip-hop band The Roots.
  • D. Harold T. Hubbard
    Harold T. Hubbard is an individual notable enough to be specifically cited as a distinguished bearer of the surname Hubbard.
  • E. Anthony Hubbard
    Anthony Hubbard is the fictional FBI Special Agent in Charge portrayed by Denzel Washington in the 1998 action-thriller film "The Siege."
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg Description generation gpt-5.1
Instruction
Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Robert H. Hubbard
Triple: [Hubbard, hasNotableBearer, Robert H. Hubbard]
Generated description
Robert H. Hubbard is an individual notable enough to be recognized as a distinct namesake of the surname Hubbard, though specific widely known achievements or roles are not clearly documented.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Robert H. Hubbard
Target entity description: Robert H. Hubbard is an individual notable enough to be recognized as a distinct namesake of the surname Hubbard, though specific widely known achievements or roles are not clearly documented.
  • A. Richard B. Hubbard
    Richard B. Hubbard was a 19th-century American politician who served as Governor of Texas and later as U.S. Minister to Japan.
  • B. Lucius F. Hubbard
    Lucius F. Hubbard was an American Civil War officer and the ninth governor of Minnesota, known for his leadership in both military and political spheres.
  • C. Leonard Hubbard
    Leonard Hubbard was an American bassist best known for his long tenure with the hip-hop band The Roots.
  • D. Harold T. Hubbard
    Harold T. Hubbard is an individual notable enough to be specifically cited as a distinguished bearer of the surname Hubbard.
  • E. Anthony Hubbard
    Anthony Hubbard is the fictional FBI Special Agent in Charge portrayed by Denzel Washington in the 1998 action-thriller film "The Siege."
  • F. None of above. chosen

Provenance (5 batches)

The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.

Step Stage Batch ID Status When
creating Elicitation batch_69ca847870a881909d8d751a7d29da39 completed March 30, 2026, 2:11 p.m.
NER Named-entity recognition batch_69cd9899f99481908d374528716027f8 completed April 1, 2026, 10:13 p.m.
NED1 Entity disambiguation (via context triple) batch_69d178eb63e08190b069faaa0c5dbcb2 completed April 4, 2026, 8:47 p.m.
NEDg Description generation batch_69d17b33ba6c8190a4d08d29ea6c7b86 completed April 4, 2026, 8:57 p.m.
NED2 Entity disambiguation (via description) batch_69d17bb23b68819083a54ff8a19f741c completed April 4, 2026, 8:59 p.m.
Created at: March 30, 2026, 7:59 p.m.